Physics-Informed Neural Networks
- Forward Problem using Physics-Informed-Neural-Network
- Solving forward problems for modeling the deflection of a 1D bar using Physics-Informed Neural Networks (PINN).
- Inverse Problem using Physics-Informed-Neural-Network
- Solving the inverse problem of a 1D bar for axial stiffness using PINN with deflection data.
- 2D PINN
- Solution of a 2D elastic deformation problem using PINN, exploring the effect of different forces on strain.